Zirui Xu

According to our database, Zirui Xu authored at least 33 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble.

Chenhui Xu, Fuxun Yu, Zirui Xu, Nathan Inkawhich, Xiang Chen

CoRR, 2024

2023

Millimeter-Wave Radar Monitoring for Elder's Fall Based on Multi-View Parameter Fusion Estimation and Recognition.

Xiang Feng, Zhengliang Shan, Zhanfeng Zhao, Zirui Xu, Tianpeng Zhang, Zihe Zhou, Bo Deng, Zirui Guan

Remote. Sens., April, 2023

Online Submodular Coordination With Bounded Tracking Regret: Theory, Algorithm, and Applications to Multi-Robot Coordination.

Zirui Xu, Hongyu Zhou, Vasileios Tzoumas

IEEE Robotics Autom. Lett., April, 2023

LanCeX: A Versatile and Lightweight Defense Method against Condensed Adversarial Attacks in Image and Audio Recognition.

Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen

ACM Trans. Embed. Comput. Syst., 2023

QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks.

Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen

CoRR, 2023

Leveraging Untrustworthy Commands for Multi-Robot Coordination in Unpredictable Environments: A Bandit Submodular Maximization Approach.

Zirui Xu, Xiaofeng Lin, Vasileios Tzoumas

CoRR, 2023

Bandit Submodular Maximization for Multi-Robot Coordination in Unpredictable and Partially Observable Environments.

Zirui Xu, Xiaofeng Lin, Vasileios Tzoumas

Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

Efficient Online Learning with Memory via Frank-Wolfe Optimization: Algorithms with Bounded Dynamic Regret and Applications to Control.

Hongyu Zhou, Zirui Xu, Vasileios Tzoumas

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

AntiDoteX: Attention-Based Dynamic Optimization for Neural Network Runtime Efficiency.

Fuxun Yu, Zirui Xu, Chenchen Liu, Dimitrios Stamoulis, Di Wang, Yanzhi Wang, Xiang Chen

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

CaptorX: A Class-Adaptive Convolutional Neural Network Reconfiguration Framework.

Zhuwei Qin, Fuxun Yu, Zirui Xu, Chenchen Liu, Xiang Chen

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

On the Ternary Ohta-Kawasaki Free Energy and Its One-dimensional Global Minimizers.

Zirui Xu, Qiang Du

J. Nonlinear Sci., 2022

Powering Multi-Task Federated Learning with Competitive GPU Resource Sharing.

Yongbo Yu, Fuxun Yu, Zirui Xu, Di Wang, Minjia Zhang, Ang Li, Shawn Bray, Chenchen Liu, Xiang Chen

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

FalCon: Fine-grained Feature Map Sparsity Computing with Decomposed Convolutions for Inference Optimization.

Zirui Xu, Fuxun Yu, Chenxi Liu, Zhe Wu, Hongcheng Wang, Xiang Chen

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration.

Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen

Proceedings of Machine Learning and Systems 2022, 2022

Resource-Aware Distributed Submodular Maximization: A Paradigm for Multi-Robot Decision-Making.

Zirui Xu, Vasileios Tzoumas

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

DiReCtX: Dynamic Resource-Aware CNN Reconfiguration Framework for Real-Time Mobile Applications.

Zirui Xu, Fuxun Yu, Zhuwei Qin, Chenchen Liu, Xiang Chen

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Fed2: Feature-Aligned Federated Learning.

Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Helios: Heterogeneity-Aware Federated Learning with Dynamically Balanced Collaboration.

Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

Efficient Neural Network Implementation with Quadratic Neuron.

Zirui Xu, Jinjun Xiong, Fuxun Yu, Xiang Chen

CoRR, 2020

Towards Latency-aware DNN Optimization with GPU Runtime Analysis and Tail Effect Elimination.

Fuxun Yu, Zirui Xu, Tong Shen, Dimitrios Stamoulis, Longfei Shangguan, Di Wang, Rishi Madhok, Chunshui Zhao, Xin Li, Nikolaos Karianakis, Dimitrios Lymberopoulos, Ang Li, Chenchen Liu, Yiran Chen, Xiang Chen

CoRR, 2020

Heterogeneous Federated Learning.

Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen

CoRR, 2020

LanCe: A Comprehensive and Lightweight CNN Defense Methodology against Physical Adversarial Attacks on Embedded Multimedia Applications.

Zirui Xu, Fuxun Yu, Xiang Chen

Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

Online, Model-Free Motion Planning in Dynamic Environments: An Intermittent, Finite Horizon Approach with Continuous-Time Q-Learning.

George P. Kontoudis, Zirui Xu, Kyriakos G. Vamvoudakis

Proceedings of the 2020 American Control Conference, 2020

2019

ELFISH: Resource-Aware Federated Learning on Heterogeneous Edge Devices.

Zirui Xu, Zhao Yang, Jinjun Xiong, Jianlei Yang, Xiang Chen

CoRR, 2019

DoPa: A Fast and Comprehensive CNN Defense Methodology against Physical Adversarial Attacks.

Zirui Xu, Fuxun Yu, Xiang Chen

CoRR, 2019

MASKER: Adaptive Mobile Security Enhancement against Automatic Speech Recognition in Eavesdropping.

Fuxun Yu, Zirui Xu, Chenchen Liu, Xiang Chen

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

ReForm: Static and Dynamic Resource-Aware DNN Reconfiguration Framework for Mobile Device.

Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

HAMPER: high-performance adaptive mobile security enhancement against malicious speech and image recognition.

Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

2018

HASP: A High-Performance Adaptive Mobile Security Enhancement Against Malicious Speech Recognition.

Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen

CoRR, 2018

Towards Robust Training of Neural Networks by Regularizing Adversarial Gradients.

Fuxun Yu, Zirui Xu, Yanzhi Wang, Chenchen Liu, Xiang Chen

CoRR, 2018

DiReCt: Resource-Aware Dynamic Model Reconfiguration for Convolutional Neural Network in Mobile Systems.

Zirui Xu, Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen

Proceedings of the International Symposium on Low Power Electronics and Design, 2018

2017

VoCaM: Visualization oriented convolutional neural network acceleration on mobile system: Invited paper.

Zhuwei Qin, Zirui Xu, Qide Dong, Yiran Chen, Xiang Chen

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

AdaLearner: An adaptive distributed mobile learning system for neural networks.

Jiachen Mao, Zhuwei Qin, Zirui Xu, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017